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Mary Glasgow branch: Mary Glasgow; Robert Glasgow branch: Mary Cairns Glasgow) (+17; catalogue rarity 0, Mary in 254 profiles; grandchild-level echo, supports investigating the subject as that child's missing sibling)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)","candidate already has another child named Mary Ann Glasgow (Glasgow-3167) without a documented death permitting name reuse (−4; check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","missing-sibling descendant echo","spouse chronology"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-3196","name":"James Glasgow","catalogue_id":"glasgow-3196","html_url":"/people/glasgow-3196.html","birth_year":1805,"death_year":null,"gender":"Male","age_gap":54,"age_gap_label":"54 years","role":"possible father","locations":["County Tyrone, Ireland, United Kingdom","County Tyrone — exact locality unproved"],"score":2,"classification":"weak lead","reasons":["possible 54-year parent-child age gap (+10)","the subject's given name Mary recurs below 3 independent child branches of candidate's child David Glasgow (John R Glasgow branch: Mary Glasgow; Mary Jane (Glasgow) Henry branch: Mary Jane (Glasgow) Henry; Samuel Ramsey Glasgow branch: Mary (Glasgow) Thom) (+17; catalogue rarity 0, Mary in 254 profiles; grandchild-level echo, supports investigating the subject as that child's missing sibling)"],"conflicts":["candidate is recorded only outside the subject's birth country (−25)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":2,"factors":["age","missing-sibling descendant echo"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Glasgow-938","name":"Robert Glasgow","catalogue_id":"glasgow-938","html_url":"/people/glasgow-938.html","birth_year":1840,"death_year":1902,"gender":"Male","age_gap":19,"age_gap_label":"19 years","role":"possible father","locations":["Rasharkin, County Antrim, Ireland, United Kingdom","58 East Rose St, Glasgow, Scotland, United Kingdom","Gortereghy townland","Lisnagaver townland"],"score":0,"classification":"weak lead","reasons":["possible 19-year parent-child age gap (+10)","another recorded child shares the subject's birth year (+2; 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check whether the child profiles duplicate or conflict)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":5,"factors":["age","contemporaneous household conflict","household chronology","missing-sibling descendant echo","spouse chronology"],"indirect_factor_count":5,"suggested_co_parent":null},{"id":"Bohannon-337","name":"Celia A. (Bohannon) Glasgow","catalogue_id":"bohannon-337","html_url":"/people/bohannon-337.html","birth_year":1825,"death_year":1890,"gender":"Female","age_gap":34,"age_gap_label":"34 years","role":"possible mother","locations":["Georgia, United States","Lamar County, Alabama, USA"],"score":39,"classification":"weak lead","reasons":["plausible 34-year parent-child age gap (+18)","weak broad-area overlap: alabama, georgia (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1846–1868) (+6; other parent Wilson Archibald Glasgow)","the subject's given name Mary recurs below 2 independent child branches of candidate's child George Washington Glasgow (Mary (Glasgow) Smitherman branch: Mary (Glasgow) Smitherman; Mary Magdeline (Glasgow) Smitherman branch: Mary Magdeline (Glasgow) Smitherman) (+14; catalogue rarity 0, Mary in 254 profiles; grandchild-level echo, supports investigating the subject as that child's missing sibling)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":4,"factors":["age","broad geography","missing-sibling descendant echo","spouse-specific child window"],"indirect_factor_count":4,"suggested_co_parent":{"id":"Glasgow-405","name":"Wilson Archibald Glasgow","html_url":"/people/glasgow-405.html"}},{"id":"Coulter-3847","name":"Mary Agnes (Coulter) Glasgow","catalogue_id":"coulter-3847","html_url":"/people/coulter-3847.html","birth_year":1839,"death_year":null,"gender":"Female","age_gap":20,"age_gap_label":"20 years","role":"possible mother","locations":["St. John, New Brunswick"],"score":23,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","a known child was born within 8 years of the subject (+1)","candidate and subject share the given name Mary (+4; weak direct parent-child name recurrence, 254 public profiles)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","household chronology","same-sex generational naming"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Glasgow-2274","name":"Mary Amanda (Glasgow) McDonald","catalogue_id":"glasgow-2274","html_url":"/people/glasgow-2274.html","birth_year":1829,"death_year":1898,"gender":"Female","age_gap":30,"age_gap_label":"30 years","role":"possible mother","locations":["Alabama, United States","Jefferson, Alabama, United States"],"score":23,"classification":"weak lead","reasons":["plausible 30-year parent-child age gap (+18)","weak broad-area overlap: alabama, jefferson (+1; not a locality match)","same research cluster (+0; grouping is not kinship evidence)","candidate and subject share the given name Mary (+4; weak direct parent-child name recurrence, 254 public profiles)"],"conflicts":[],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","broad geography","same-sex generational naming"],"indirect_factor_count":3,"suggested_co_parent":null},{"id":"Leitch-1634","name":"Mary Anne (Leitch) Glasgow","catalogue_id":"leitch-1634","html_url":"/people/leitch-1634.html","birth_year":1839,"death_year":null,"gender":"Female","age_gap":20,"age_gap_label":"20 years","role":"possible mother","locations":["Midlothian — exact locality unproved"],"score":22,"classification":"weak lead","reasons":["plausible 20-year parent-child age gap (+18)","candidate and subject share the given name Mary (+4; weak direct parent-child name recurrence, 254 public profiles)"],"conflicts":["locality comparison is unavailable because one or both profiles lack adequate place data (no deduction)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":2,"factors":["age","same-sex generational naming"],"indirect_factor_count":2,"suggested_co_parent":null},{"id":"Glasgow-2223","name":"Mary (Glasgow) Stewart","catalogue_id":"glasgow-2223","html_url":"/people/glasgow-2223.html","birth_year":1834,"death_year":1919,"gender":"Female","age_gap":25,"age_gap_label":"25 years","role":"possible mother","locations":["Ohio, United States","Washington, Iowa, United States"],"score":18,"classification":"weak lead","reasons":["plausible 25-year parent-child age gap (+18)","same research cluster (+0; grouping is not kinship evidence)","subject's birth fits between children attributed to the same parental couple (1858–1860) (+6; other parent Robert Glasgow)","candidate and subject share the given name Mary (+4; weak direct parent-child name recurrence, 254 public profiles)"],"conflicts":["same country, but no indexed locality overlap (−10)"],"currently_linked_parent":false,"naming_signal_count":1,"relationship_certainty":"Not currently linked as parent","factor_count":3,"factors":["age","same-sex generational naming","spouse-specific child window"],"indirect_factor_count":3,"suggested_co_parent":{"id":"Glasgow-2224","name":"Robert Glasgow","html_url":"/people/glasgow-2224.html"}}],"method":"Automated leads use birth surnames—not married surnames—as parental eligibility, role-specific biological age limits, bounded and approximate-date uncertainty, household chronology, specific time-aware localities, mapped distance, tenancy succession, migration destinations and sex-aware Scottish naming positions across generations. People already attached as the subject's parents stay in the identity summary and are excluded from this alternative-candidate list, regardless of relationship confidence. The main calibration uses clues available on disconnected profiles; existing parent and sibling links are retained as comparison context rather than treated as transferable evidence. Common ordered names and grandparent-to-child echoes receive a small non-zero weight, so a John or James match can support several independent criteria without producing a lead alone. Rare names, repeated bearers and bundles across otherwise distinct branches receive substantially more weight according to catalogue frequency. An exact migration place is weighted by its rarity and repetition across both branches; a shared destination country is worth only one point. Extra weight is added only when at least three independent clue types converge: naming, locality, specific migration, household chronology or collateral networks. Sparse profiles retain a clearly labelled chronology-only fallback instead of disappearing. Countries, states, counties and research clusters do not count as a shared locality, and fallback, broad representative or kin-inferred coordinates are excluded from distance scoring. Shared descendant profiles are removed before branch-name comparison. A candidate already recorded as a parent-in-law is excluded. A confident or independently supported parent is treated as settled; uncertain and unassessed attachments remain open to alternative comparison. A different linked parent, an uncle/aunt or grandparent path, and a matching existing child profile prevent an alternative from being classified as a strong direct-parent lead until the underlying tree conflict or duplicate is resolved. Familiar forms such as Bessie are normalised. Surname remains an eligibility filter worth zero points.","warning":"Naming customs, shared farms and occupations are circumstantial. Children, spouses and collateral relatives may be missing, and tree-derived family networks are not independent evidence. Scores rank research leads; they do not prove parentage."}}